公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-19 02:32 UTC

ModelEngine-Group / DataMate

DataMate is an enterprise-level data processing platform designed for model fine-tuning and RAG retrieval.

TypeScript · Python · JavaMIT★ 368 星标⑂ 46 复刻始于 2025年8月在 GitHub 上查看 ↗
类型网络服务网页界面如何判定
#data-pipeline#rag#data-evaluation#data-synthesis

ModelEngine-Group/DataMate 的健康指数为 100 分中的 88 分，处于「优秀」区间。 其得分最高的类别是Engineering Quality（89/100），最低的是Community & Adoption（55/100）。 最近一次更新在 23 天前。 近期的大部分工作由 3 位贡献者完成。

88
总分 / 100
优秀

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。

88
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 74 经校准后在公布的指数量表上为 88（记录校准 2026-08-02）。

所有权

ModelEngine-Group组织
855 关注者21 个公开仓库始于 2025年2月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIops指向其他仓库——不计分3.8.2397,2408318 天前
PyPIdatamate指向其他仓库——不计分1.0.03,01218603 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

85优秀 · 占总体的 21%

开发活跃度

82优秀
评分方式
28.8/36推送新近度 — 最近一次推送于 23 天前
24.9/36提交节奏 — 52 周中有 36 周有提交
18/18提交量 — 最近一年 422 次提交
10/10OpenSSF Scorecard：Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year422
human_commit_share1
days_since_last_push23
active_weeks_last_year36

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 12 个发布版本
27/36发布时效 — 最近一次发布版本于 142 天前
27/27发布节奏 — 约每 11.4 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count12
latest_release_tagv1.0.2
releases_from_tags否
days_since_latest_release142
mean_days_between_releases11.4
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

55中等 · 占总体的 17%

流行度与采用

60中等
评分方式
41.6/60星标 — 368 个星标
13.8/25复刻 — 46 个复刻
4.3/15关注者 — 7 位关注者
所用输入
forks46
stars368
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges6
has_contributing否
has_issue_template否
has_code_of_conduct否
readme_badge_servicesgithub.com, shields.io
has_pull_request_template否

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

75良好 · 占总体的 23%

维护者韧性（巴士系数）

75良好
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
15.8/22.5提交分布 — 头号贡献者编写了 30% 的提交
13.5/13.5贡献者广度 — 11 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor3
contributors_sampled11
top_contributor_share0.296

议题与 PR 响应能力

86优秀
评分方式
37.5/42议题解决 — 89% 的议题已关闭
28.7/30PR 接受 — 已裁定的 PR 中 401/419 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
9/15OpenSSF Scorecard：Code-Review — Found 18/30 approved changesets -- score normalized to 6
所用输入
merged_prs401
open_issues11
closed_issues93
prs_merged_7d0
prs_decided_7d0
prs_merged_30d4
prs_decided_30d4
issue_closed_ratio0.894
closed_unmerged_prs18
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
已排除计分（无数据或不适用）：Newcomer PR acceptance。 其余权重已重新归一化。

所有权与托管责任

64中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
21.1/25所有者影响力 — ModelEngine-Group 有 855 位关注者
12.9/25既往记录 — 21 个公开仓库，账户约 1 年
所用输入
followers855
owner_typeOrganization
is_verified否
owner_loginModelEngine-Group
public_repos21
account_age_days575

工程质量

基础的工程与文档实践是否到位？

89优秀 · 占总体的 19%

工程实践

88优秀
评分方式
24/24CI 工作流 — 14 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.js, runtime/python-executor/pyproject.toml ([tool.flake8], [tool.black], [tool.isort])
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
18/20OpenSSF Scorecard：CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config否

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://github.com/ModelEngine-Group/DataMate
10/10仓库描述
10/10主题标签 — 4 个主题标签
0/10Wiki
所用输入
topicsdata-pipeline, rag, data-evaluation, data-synthesis
has_wiki否
homepagehttps://github.com/ModelEngine-Group/DataMate
docs_sitehttps://github.com/ModelEngine-Group/DataMate
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

62中等 · 占总体的 16%

安全态势

52中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 18/30 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool detected but not run on all commits
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 283 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.2
已排除计分（无数据或不适用）：Signed-Releases。 其余权重已重新归一化。

依赖安全公告

100卓越
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages8
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:datamate@1.0.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 8 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

65良好 · 占总体的 4%

AI 代理上下文与指引

40薄弱
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 100 次人类提交中有 99 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share0.99
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

72良好
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.js, runtime/python-executor/pyproject.toml ([tool.flake8], [tool.black], [tool.isort])
11/11静态类型检查 — frontend/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, poetry.lock, uv.lock
has_dockerfile是
typed_language是
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configsfrontend/tsconfig.json
agent_commit_share0
toolchain_manifestsbackend/api-gateway/pom.xml, backend/pom.xml, backend/services/data-management-service/pom.xml, backend/services/main-application/pom.xml, backend/services/pom.xml, backend/services/rag-indexer-service/pom.xml, backend/shared/domain-common/pom.xml, backend/shared/security-common/pom.xml, runtime/datax/apireader/pom.xml, runtime/datax/glusterfsreader/pom.xml, runtime/datax/glusterfswriter/pom.xml, runtime/datax/nfsreader/pom.xml, runtime/datax/nfswriter/pom.xml, runtime/datax/pom.xml, runtime/datax/rdbmsreader/pom.xml, runtime/datax/s3reader/pom.xml, runtime/datax/s3writer/pom.xml
dependency_bot_commit_share0

面向模型的代码可读性

100卓越
评分方式
45/45可类型检查的代码 — TypeScript（静态类型）
54.9/55可控的文件大小 — 采样的 818 个源文件中有 1 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes62,145
source_files_sampled818
oversized_source_files1

机器可读接口

60中等
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal是
api_schema_files—
interfaces_expected_ofnetwork-service

关键数据

368GitHub 星标
11贡献者
422最近 12 个月提交数
23距最近推送天数
12发布版本数
3巴士系数（bus factor）
11开放议题
Maven, npm软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'ops' points at a different repository (https://github.com/canonical/operator); excluded from ecosystem scoring
  • Could not fetch maven package 'com.datamate:api-gateway' from its registry
  • Could not fetch pypi package 'datamate-python' from its registry
  • pypi package 'datamate' points at a different repository (https://github.com/flyvis/datamate); excluded from ecosystem scoring

更多细节

Star 与 Fork 历史 0 ★ / 46 ⇿
0Star
46Fork
12发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

010203040504642025-102026-032026-08
主版本 1次版本 8修订 2
OpenSSF Scorecard 5.2 / 10
5.2综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-09-19 02:31 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 18/30 approved changesets -- score normalized to 6
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool detected but not run on all commits
4Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities283 existing vulnerabilities detected
直接依赖 147
注册表软件包版本约束清单文件
Mavenorg.projectlombok:lombok—backend/pom.xml
Mavenorg.springframework.boot:spring-boot-dependencies${spring-boot.version}backend/pom.xml
Mavencommons-io:commons-io2.16.1backend/pom.xml
Mavencom.google.protobuf:protobuf-bom3.25.5backend/pom.xml
Mavenorg.springframework.cloud:spring-cloud-dependencies${spring-cloud.version}backend/pom.xml
Mavenorg.springdoc:springdoc-openapi-starter-webmvc-ui${springdoc.version}backend/pom.xml
Mavenorg.openapitools:jackson-databind-nullable${jackson-databind-nullable.version}backend/pom.xml
Mavenjakarta.validation:jakarta.validation-api${jakarta-validation.version}backend/pom.xml
Mavenjakarta.persistence:jakarta.persistence-api${jakarta.persistence.version}backend/pom.xml
Mavenorg.postgresql:postgresql${postgresql.version}backend/pom.xml
Mavencom.baomidou:mybatis-plus-bom${mybatis-plus.version}backend/pom.xml
Mavenorg.mapstruct:mapstruct${mapstruct.version}backend/pom.xml
Mavenorg.projectlombok:lombok${lombok.version}backend/pom.xml
Mavenorg.apache.poi:poi${poi.version}backend/pom.xml
Mavenio.milvus:milvus-sdk-java2.6.6backend/pom.xml
Mavenorg.apache.commons:commons-compress${commons-compress.version}backend/pom.xml
Mavencom.alibaba.fastjson2:fastjson2${fastjson-version}backend/pom.xml
npm@reduxjs/toolkit^2.11.2frontend/package.json
npm@xyflow/react^12.8.3frontend/package.json
npmantd^5.27.0frontend/package.json
npmi18next^25.8.0frontend/package.json
npmjssha^3.3.1frontend/package.json
npmjszip^3.10.1frontend/package.json
npmlucide-react^0.539.0frontend/package.json
npmmammoth^1.11.0frontend/package.json
npmreact^18.1.1frontend/package.json
npmreact-dom^18.1.1frontend/package.json
npmreact-force-graph-2d^1.29.0frontend/package.json
npmreact-force-graph-3d^1.29.0frontend/package.json
npmreact-i18next^16.5.4frontend/package.json
npmreact-markdown^10.1.0frontend/package.json
npmreact-pdf^10.4.1frontend/package.json
npmreact-redux^9.2.0frontend/package.json
npmreact-router^7.8.0frontend/package.json
npmreact-syntax-highlighter^16.1.0frontend/package.json
npmrecharts2.15.0frontend/package.json
npmremark-gfm^4.0.1frontend/package.json
npmtailwind-merge^2.5.2frontend/package.json
npmthree-spritetext^1.8.4frontend/package.json
Mavencom.datamate:domain-common${project.version}backend/api-gateway/pom.xml
Mavenorg.springframework.cloud:spring-cloud-starter-gateway—backend/api-gateway/pom.xml
Mavenorg.springframework.boot:spring-boot-starter-security—backend/api-gateway/pom.xml
Mavenorg.springframework.boot:spring-boot-starter-log4j2—backend/api-gateway/pom.xml
Mavencom.alibaba.fastjson2:fastjson2—backend/api-gateway/pom.xml
Mavencom.baomidou:mybatis-plus-spring-boot3-starter—backend/api-gateway/pom.xml
Mavencom.baomidou:mybatis-plus-jsqlparser—backend/api-gateway/pom.xml
Mavenorg.postgresql:postgresql—backend/api-gateway/pom.xml
Mavenorg.apache.httpcomponents.client5:httpclient5—backend/api-gateway/pom.xml
Mavenio.jsonwebtoken:jjwt-api${jjwt.version}backend/api-gateway/pom.xml
Mavenio.jsonwebtoken:jjwt-impl${jjwt.version}backend/api-gateway/pom.xml
Mavenio.jsonwebtoken:jjwt-jackson${jjwt.version}backend/api-gateway/pom.xml
Mavenorg.apache.tomcat.embed:tomcat-embed-core—backend/api-gateway/pom.xml
Mavenorg.springframework.boot:spring-boot-starter-web—backend/services/pom.xml
Mavenorg.springframework.boot:spring-boot-starter—backend/services/pom.xml
Mavenorg.springframework.boot:spring-boot-starter-log4j2${spring-boot.version}backend/services/pom.xml
Mavencom.baomidou:mybatis-plus-spring-boot3-starter—backend/services/pom.xml
Mavencom.baomidou:mybatis-plus-jsqlparser—backend/services/pom.xml
Mavenorg.mapstruct:mapstruct—backend/services/pom.xml
Mavenorg.apache.poi:poi—backend/services/pom.xml
Mavenorg.springframework.ai:spring-ai-starter-mcp-server-webmvc1.1.2backend/services/pom.xml
PyPIuvicorn(>=0.38.0,<0.39.0)runtime/datamate-python/pyproject.toml
PyPIaiomysql(>=0.3.2,<0.4.0)runtime/datamate-python/pyproject.toml
PyPIpymysql(>=1.1.2,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIaiosqlite(>=0.21.0,<0.22.0)runtime/datamate-python/pyproject.toml
PyPIhttpx(>=0.28.1,<0.29.0)runtime/datamate-python/pyproject.toml
PyPIpydantic-settings(>=2.12.0,<3.0.0)runtime/datamate-python/pyproject.toml
PyPIpython-multipart(>=0.0.20,<0.0.21)runtime/datamate-python/pyproject.toml
PyPIpython-dotenv(>=1.2.1,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIpython-dateutil(>=2.9.0.post0,<3.0.0)runtime/datamate-python/pyproject.toml
PyPIpyyaml(>=6.0.3,<7.0.0)runtime/datamate-python/pyproject.toml
PyPIunstructured(>=0.18.21,<0.19.0)runtime/datamate-python/pyproject.toml
PyPImarkdown(>=3.10,<4.0)runtime/datamate-python/pyproject.toml
PyPIlangchain-community(>=0.4.1,<0.5.0)runtime/datamate-python/pyproject.toml
PyPIlangchain-core(>=1.1.0,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIlangchain-text-splitters(>=1.0.0,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIpymilvus(>=2.6.0,<3.0.0)runtime/datamate-python/pyproject.toml
PyPIlangchain-milvus(>=0.3.0,<0.4.0)runtime/datamate-python/pyproject.toml
PyPIpypdf(>=5.0.0,<6.0.0)runtime/datamate-python/pyproject.toml
PyPIpython-docx(>=1.1.0,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIopenpyxl(>=3.1.0,<4.0.0)runtime/datamate-python/pyproject.toml
PyPIpython-pptx(>=1.0.0,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIbeautifulsoup4(>=4.12.0,<5.0.0)runtime/datamate-python/pyproject.toml
PyPIjsonschema(>=4.25.1,<5.0.0)runtime/datamate-python/pyproject.toml
PyPIgreenlet(>=3.3.0,<4.0.0)runtime/datamate-python/pyproject.toml
PyPIdocx2txt(>=0.9,<0.10)runtime/datamate-python/pyproject.toml
PyPIjq(>=1.10.0,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIopenai(>=2.9.0,<3.0.0)runtime/datamate-python/pyproject.toml
PyPIlangchain-openai(>=1.1.1,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIlangchain(>=1.1.3,<2.0.0)runtime/datamate-python/pyproject.toml
PyPIpydantic(>=2.12.5,<3.0.0)runtime/datamate-python/pyproject.toml
PyPIsqlalchemy(>=2.0.45,<3.0.0)runtime/datamate-python/pyproject.toml
PyPIfastapi(>=0.124.0,<0.125.0)runtime/datamate-python/pyproject.toml
PyPIfastapi-mcp(>=0.4.0,<0.5.0)runtime/datamate-python/pyproject.toml
PyPIasyncpg(>=0.31.0,<0.32.0)runtime/datamate-python/pyproject.toml
PyPIlightrag-hku(==1.4.10)runtime/datamate-python/pyproject.toml
PyPIpytest(>=9.0.2,<10.0.0)runtime/datamate-python/pyproject.toml
PyPIapscheduler(>=3.11.2,<4.0.0)runtime/datamate-python/pyproject.toml
PyPImsoffcrypto-tool(>=6.0.0,<7.0.0)runtime/datamate-python/pyproject.toml
PyPItzlocal(>=5.2,<6.0)runtime/datamate-python/pyproject.toml
PyPIpsutil(>=6.0.0,<8.0.0)runtime/datamate-python/pyproject.toml
Mavenorg.hamcrest:hamcrest-core1.3runtime/datax/pom.xml
Mavenorg.apache.commons:commons-lang3${commons-lang3-version}runtime/datax/pom.xml
Mavencom.alibaba.fastjson2:fastjson2${fastjson-version}runtime/datax/pom.xml
Mavencommons-io:commons-io${commons-io-version}runtime/datax/pom.xml
Mavenorg.slf4j:slf4j-api${slf4j-api-version}runtime/datax/pom.xml
Mavench.qos.logback:logback-classic${logback-classic-version}runtime/datax/pom.xml
Mavencom.taobao.tddl:tddl-client${tddl.version}runtime/datax/pom.xml
Mavencom.taobao.diamond:diamond-client${diamond.version}runtime/datax/pom.xml
Mavencom.alibaba.search.swift:swift_client${swift-version}runtime/datax/pom.xml
Mavenjunit:junit${junit-version}runtime/datax/pom.xml
Mavenorg.apache.logging.log4j:log4j-api2.17.1runtime/datax/pom.xml
Mavenorg.apache.logging.log4j:log4j-core2.17.1runtime/datax/pom.xml
Mavensoftware.amazon.awssdk:s3${amazon.awssdk-version}runtime/datax/pom.xml
PyPIbeautifulsoup4>=4.14.3runtime/ops/pyproject.toml
PyPIdatasketch>=1.8.0runtime/ops/pyproject.toml
PyPIemail-validator>=2.3.0runtime/ops/pyproject.toml
PyPIemoji>=2.15.0runtime/ops/pyproject.toml
PyPIjieba>=0.42.1runtime/ops/pyproject.toml
PyPIloguru>=0.7.3runtime/ops/pyproject.toml
PyPImineru>=2.6.5runtime/ops/pyproject.toml
PyPInumpy>=2.2.6runtime/ops/pyproject.toml
PyPIpython-multipart>=0.0.20runtime/ops/pyproject.toml
PyPIopencv-contrib-python-headless>=4.12.0.88runtime/ops/pyproject.toml
PyPIopencv-python-headless>=4.12.0.88runtime/ops/pyproject.toml
PyPIpaddleocr==3.3.0runtime/ops/pyproject.toml
PyPIpaddlepaddle==3.2.2runtime/ops/pyproject.toml
PyPIpandas>=2.2.3,<3.0.0runtime/ops/pyproject.toml
PyPIpresidio-analyzer==2.2.25runtime/ops/pyproject.toml
PyPIpresidio-anonymizer==2.2.25runtime/ops/pyproject.toml
PyPIpycryptodome>=3.23.0runtime/ops/pyproject.toml
PyPIpython-docx>=1.2.0runtime/ops/pyproject.toml
PyPIpytz>=2025.2runtime/ops/pyproject.toml
PyPIsix>=1.17.0runtime/ops/pyproject.toml
PyPIspacy>=3.7.0runtime/ops/pyproject.toml
PyPIsqlalchemy>=2.0.44runtime/ops/pyproject.toml
PyPIxmltodict>=1.0.2runtime/ops/pyproject.toml
PyPIzhconv>=1.4.3runtime/ops/pyproject.toml
PyPIfastapi>=0.123.9runtime/python-executor/pyproject.toml
PyPIjsonargparse>=4.44.0runtime/python-executor/pyproject.toml
PyPIloguru>=0.7.3runtime/python-executor/pyproject.toml
PyPIopencv-python-headless>=4.12.0.88runtime/python-executor/pyproject.toml
PyPIray>=2.52.1runtime/python-executor/pyproject.toml
PyPIunstructured==0.18.15runtime/python-executor/pyproject.toml
PyPIuvicorn>=0.38.0runtime/python-executor/pyproject.toml
PyPIsqlalchemy>=2.0.44runtime/python-executor/pyproject.toml
PyPIpsycopg2-binary>=2.9.11runtime/python-executor/pyproject.toml
PyPIrequests>=2.32.0runtime/python-executor/pyproject.toml
全部依赖 1,017

来自 GitHub 依赖图的完整解析依赖集合：158 个直接依赖与 859 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
Mavench.qos.logback:logback-classic—直接
Mavench.qos.logback:logback-classic1.0.13直接
Mavencom.alibaba.fastjson2:fastjson2—直接
Mavencom.alibaba.fastjson2:fastjson22.0.23直接
Mavencom.alibaba.fastjson2:fastjson22.0.52直接
Mavencom.alibaba.search.swift:swift_client1.0.0直接
Mavencom.baomidou:mybatis-plus-bom3.5.14直接
Mavencom.baomidou:mybatis-plus-jsqlparser—直接
Mavencom.baomidou:mybatis-plus-spring-boot3-starter—直接
Mavencom.datamate:domain-common1.0.0-SNAPSHOT直接
Mavencom.google.protobuf:protobuf-bom3.25.5直接
Mavencom.taobao.diamond:diamond-client3.7.2.1-SNAPSHOT直接
Mavencom.taobao.tddl:tddl-client5.1.22-1直接
Mavencommons-io:commons-io2.16.1直接
Mavencommons-io:commons-io2.4直接
Mavenio.jsonwebtoken:jjwt-api0.11.5直接
Mavenio.jsonwebtoken:jjwt-impl0.11.5直接
Mavenio.jsonwebtoken:jjwt-jackson0.11.5直接
Mavenio.milvus:milvus-sdk-java2.6.6直接
Mavenjakarta.persistence:jakarta.persistence-api—直接
Mavenjakarta.persistence:jakarta.persistence-api3.1.0直接
Mavenjakarta.validation:jakarta.validation-api—直接
Mavenjakarta.validation:jakarta.validation-api3.0.2直接
Mavenjunit:junit—直接
Mavenjunit:junit4.13.1直接
Mavenorg.apache.commons:commons-compress—直接
Mavenorg.apache.commons:commons-compress1.26.1直接
Mavenorg.apache.commons:commons-lang33.3.2直接
Mavenorg.apache.httpcomponents.client5:httpclient5—直接
Mavenorg.apache.httpcomponents.client5:httpclient55.3.1直接
Mavenorg.apache.logging.log4j:log4j-api2.17.1直接
Mavenorg.apache.logging.log4j:log4j-core2.17.1直接
Mavenorg.apache.poi:poi—直接
Mavenorg.apache.poi:poi5.4.0直接
Mavenorg.apache.tomcat.embed:tomcat-embed-core—直接
Mavenorg.hamcrest:hamcrest-core1.3直接
Mavenorg.mapstruct:mapstruct—直接
Mavenorg.mapstruct:mapstruct1.6.3直接
Mavenorg.openapitools:jackson-databind-nullable—直接
Mavenorg.openapitools:jackson-databind-nullable0.2.6直接
Mavenorg.postgresql:postgresql—直接
Mavenorg.postgresql:postgresql42.3.3直接
Mavenorg.postgresql:postgresql42.7.7直接
Mavenorg.projectlombok:lombok—直接
Mavenorg.projectlombok:lombok1.18.32直接
Mavenorg.slf4j:slf4j-api—直接
Mavenorg.slf4j:slf4j-api1.7.10直接
Mavenorg.springdoc:springdoc-openapi-starter-webmvc-ui—直接
Mavenorg.springdoc:springdoc-openapi-starter-webmvc-ui2.2.0直接
Mavenorg.springframework.ai:spring-ai-starter-mcp-server-webmvc1.1.2直接
Mavenorg.springframework.boot:spring-boot-dependencies3.5.6直接
Mavenorg.springframework.boot:spring-boot-starter—直接
Mavenorg.springframework.boot:spring-boot-starter-log4j2—直接
Mavenorg.springframework.boot:spring-boot-starter-security—直接
Mavenorg.springframework.boot:spring-boot-starter-web—直接
Mavenorg.springframework.cloud:spring-cloud-dependencies2025.0.0直接
Mavenorg.springframework.cloud:spring-cloud-starter-gateway—直接
Mavensoftware.amazon.awssdk:s3—直接
Mavensoftware.amazon.awssdk:s32.20.0直接
npm@reduxjs/toolkit2.11.2直接
npm@xyflow/react12.8.3直接
npmantd5.27.0直接
npmi18next25.8.0直接
npmjssha3.3.1直接
npmjszip3.10.1直接
npmlucide-react0.539.0直接
npmmammoth1.11.0直接
npmreact18.3.1直接
npmreact-dom18.3.1直接
npmreact-force-graph-2d1.29.0直接
npmreact-force-graph-3d1.29.0直接
npmreact-i18next16.5.4直接
npmreact-markdown10.1.0直接
npmreact-pdf10.4.1直接
npmreact-redux9.2.0直接
npmreact-router7.8.0直接
npmreact-syntax-highlighter16.1.0直接
npmrecharts2.15.0直接
npmremark-gfm4.0.1直接
npmtailwind-merge2.6.0直接
npmthree-spritetext1.10.0直接
PyPIaiomysql0.3.2直接
PyPIaiosqlite0.21.0直接
PyPIapscheduler3.11.2直接
PyPIasyncpg0.31.0直接
PyPIbeautifulsoup4—直接
PyPIbeautifulsoup44.14.3直接
PyPIdatasketch—直接
PyPIdocx2txt0.9直接
PyPIemail-validator—直接
PyPIemoji—直接
PyPIemoji2.15.0直接
PyPIfastapi0.124.4直接
PyPIfastapi-mcp0.4.0直接
PyPIgreenlet3.3.2直接
PyPIhttpx0.28.1直接
PyPIjieba—直接
PyPIjq1.11.0直接
PyPIjsonschema4.26.0直接
PyPIlangchain1.2.10直接
PyPIlangchain-community0.4.1直接
PyPIlangchain-core1.2.16直接
PyPIlangchain-core1.2.17直接
PyPIlangchain-milvus0.3.3直接
PyPIlangchain-openai1.1.10直接
PyPIlangchain-text-splitters1.1.1直接
PyPIlightrag-hku1.4.10直接
PyPIlightrag-hku1.4.9.8直接
PyPIloguru—直接
PyPImarkdown3.10.2直接
PyPImineru—直接
PyPImsoffcrypto-tool6.0.0直接
PyPInumpy—直接
PyPInumpy2.4.2直接
PyPIopenai2.24.0直接
PyPIopenai2.26.0直接
PyPIopencv-contrib-python-headless—直接
PyPIopencv-python-headless—直接
PyPIopenpyxl3.1.5直接
PyPIpaddleocr3.3.0直接
PyPIpaddlepaddle3.2.2直接
PyPIpandas—直接
PyPIpandas2.3.3直接
PyPIpresidio-analyzer2.2.25直接
PyPIpresidio-anonymizer2.2.25直接
PyPIpsutil6.1.1直接
PyPIpsutil7.2.2直接
PyPIpycryptodome—直接
PyPIpydantic2.12.5直接
PyPIpydantic-settings2.13.1直接
PyPIpymilvus2.6.9直接
PyPIpymysql1.1.2直接
PyPIpypdf5.9.0直接
PyPIpypdf6.7.5直接
PyPIpytest9.0.2直接
PyPIpython-dateutil2.9.0.post0直接
PyPIpython-docx—直接
PyPIpython-docx1.2.0直接
PyPIpython-dotenv1.2.2直接
PyPIpython-multipart—直接
PyPIpython-multipart0.0.20直接
PyPIpython-pptx1.0.2直接
PyPIpytz—直接
PyPIpytz2025.2直接
PyPIpytz2026.1.post1直接
PyPIpyyaml6.0.3直接
PyPIrequests2.32.5直接
PyPIsix—直接
PyPIsix1.17.0直接
PyPIspacy—直接
PyPIsqlalchemy—直接
PyPIsqlalchemy2.0.47直接
PyPIsqlalchemy2.0.48直接
PyPItzlocal5.3.1直接
PyPIunstructured0.18.32直接
PyPIuvicorn0.38.0直接
PyPIxmltodict—直接
PyPIzhconv—直接
Mavencom.alibaba.datax:datax-common—间接
Mavencom.alibaba.datax:datax-core—间接
Mavencom.alibaba.datax:plugin-rdbms-util—间接
Mavencom.alibaba:fastjson1.2.83_noneautotype间接
Mavencom.dameng:Dm7JdbcDriver177.6.0.142间接
Mavencom.datamate:data-management-service1.0.0-SNAPSHOT间接
Mavencom.datamate:rag-indexer-service1.0.0-SNAPSHOT间接
Mavencom.datamate:security-common1.0.0-SNAPSHOT间接
Mavencom.fasterxml.jackson.core:jackson-databind—间接
Mavencom.fasterxml.jackson.datatype:jackson-datatype-jsr310—间接
Mavencom.ibm.db2.jcc:db2jccdb2jcc4间接
Mavencom.microsoft.sqlserver:sqljdbc44.0间接
Mavencom.sybase:jconn31.0.0-SNAPSHOT间接
Mavendev.langchain4j:langchain4j1.8.0间接
Mavendev.langchain4j:langchain4j-bom1.8.0间接
Mavendev.langchain4j:langchain4j-document-parser-apache-pdfbox—间接
Mavendev.langchain4j:langchain4j-document-parser-apache-poi—间接
Mavendev.langchain4j:langchain4j-document-parser-apache-tika—间接
Mavendev.langchain4j:langchain4j-document-parser-markdown—间接
Mavendev.langchain4j:langchain4j-document-transformer-jsoup—间接
Mavendev.langchain4j:langchain4j-milvus—间接
Mavendev.langchain4j:langchain4j-open-ai1.8.0间接
Mavenmysql:mysql-connector-java—间接
Mavenorg.apache.maven.plugins:maven-compiler-plugin2.3.2间接
Mavenorg.apache.maven.plugins:maven-compiler-plugin3.11.0间接
Mavenorg.mockito:mockito-all1.9.5间接
Mavenorg.mockito:mockito-core—间接
Mavenorg.mockito:mockito-junit-jupiter—间接
Mavenorg.opengauss:opengauss-jdbc3.0.0间接
Mavenorg.springframework.boot:spring-boot-autoconfigure—间接
Mavenorg.springframework.boot:spring-boot-maven-plugin—间接
Mavenorg.springframework.boot:spring-boot-maven-plugin3.5.6间接
Mavenorg.springframework.boot:spring-boot-starter-actuator—间接
Mavenorg.springframework.boot:spring-boot-starter-data-redis—间接
Mavenorg.springframework.boot:spring-boot-starter-oauth2-resource-server—间接
Mavenorg.springframework.boot:spring-boot-starter-test—间接
Mavenorg.springframework.boot:spring-boot-starter-validation—间接
Mavenorg.springframework.cloud:spring-cloud-starter-openfeign—间接
Mavenorg.springframework.data:spring-data-commons—间接
Mavenppas:ppas16间接
npm3d-force-graph1.79.0间接
npm@ampproject/remapping2.3.0间接
npm@ant-design/colors7.2.1间接
npm@ant-design/cssinjs1.24.0间接
npm@ant-design/cssinjs-utils1.1.3间接
npm@ant-design/fast-color2.0.6间接
npm@ant-design/icons5.6.1间接
npm@ant-design/icons-svg4.4.2间接
npm@ant-design/react-slick1.1.2间接
npm@babel/code-frame7.27.1间接
npm@babel/compat-data7.28.0间接
npm@babel/core7.28.0间接
npm@babel/generator7.28.0间接
npm@babel/helper-compilation-targets7.27.2间接
npm@babel/helper-globals7.28.0间接
npm@babel/helper-module-imports7.27.1间接
npm@babel/helper-module-transforms7.27.3间接
npm@babel/helper-plugin-utils7.27.1间接
npm@babel/helper-string-parser7.27.1间接
npm@babel/helper-validator-identifier7.27.1间接
npm@babel/helper-validator-option7.27.1间接
npm@babel/helpers7.28.2间接
npm@babel/parser7.28.0间接
npm@babel/plugin-transform-react-jsx-self7.27.1间接
npm@babel/plugin-transform-react-jsx-source7.27.1间接
npm@babel/runtime7.28.6间接
npm@babel/template7.27.2间接
npm@babel/traverse7.28.0间接
npm@babel/types7.28.2间接
npm@dimforge/rapier3d-compat0.12.0间接
npm@emotion/hash0.8.0间接
npm@emotion/unitless0.7.5间接
npm@esbuild/aix-ppc640.25.9间接
npm@esbuild/android-arm0.25.9间接
npm@esbuild/android-arm640.25.9间接
npm@esbuild/android-x640.25.9间接
npm@esbuild/darwin-arm640.25.9间接
npm@esbuild/darwin-x640.25.9间接
npm@esbuild/freebsd-arm640.25.9间接
npm@esbuild/freebsd-x640.25.9间接
npm@esbuild/linux-arm0.25.9间接
npm@esbuild/linux-arm640.25.9间接
npm@esbuild/linux-ia320.25.9间接
npm@esbuild/linux-loong640.25.9间接
npm@esbuild/linux-mips64el0.25.9间接
npm@esbuild/linux-ppc640.25.9间接
npm@esbuild/linux-riscv640.25.9间接
npm@esbuild/linux-s390x0.25.9间接
npm@esbuild/linux-x640.25.9间接
npm@esbuild/netbsd-arm640.25.9间接
npm@esbuild/netbsd-x640.25.9间接
npm@esbuild/openbsd-arm640.25.9间接
npm@esbuild/openbsd-x640.25.9间接
npm@esbuild/openharmony-arm640.25.9间接
npm@esbuild/sunos-x640.25.9间接
npm@esbuild/win32-arm640.25.9间接
npm@esbuild/win32-ia320.25.9间接
npm@esbuild/win32-x640.25.9间接
npm@eslint-community/eslint-utils4.7.0间接
npm@eslint-community/regexpp4.12.1间接
npm@eslint/config-array0.21.0间接
npm@eslint/config-helpers0.3.1间接
npm@eslint/core0.15.2间接
npm@eslint/eslintrc3.3.1间接
npm@eslint/js9.33.0间接
npm@eslint/object-schema2.1.6间接
npm@eslint/plugin-kit0.3.5间接
npm@humanfs/core0.19.1间接
npm@humanfs/node0.16.6间接
npm@humanwhocodes/module-importer1.0.1间接
npm@humanwhocodes/retry0.3.1间接
npm@humanwhocodes/retry0.4.3间接
npm@isaacs/fs-minipass4.0.1间接
npm@jridgewell/gen-mapping0.3.13间接
npm@jridgewell/remapping2.3.5间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@jridgewell/trace-mapping0.3.30间接
npm@napi-rs/canvas0.1.96间接
npm@napi-rs/canvas-android-arm640.1.96间接
npm@napi-rs/canvas-darwin-arm640.1.96间接
npm@napi-rs/canvas-darwin-x640.1.96间接
npm@napi-rs/canvas-linux-arm-gnueabihf0.1.96间接
npm@napi-rs/canvas-linux-arm64-gnu0.1.96间接
npm@napi-rs/canvas-linux-arm64-musl0.1.96间接
npm@napi-rs/canvas-linux-riscv64-gnu0.1.96间接
npm@napi-rs/canvas-linux-x64-gnu0.1.96间接
npm@napi-rs/canvas-linux-x64-musl0.1.96间接
npm@napi-rs/canvas-win32-arm64-msvc0.1.96间接
npm@napi-rs/canvas-win32-x64-msvc0.1.96间接
npm@nodelib/fs.scandir2.1.5间接
npm@nodelib/fs.stat2.0.5间接
npm@nodelib/fs.walk1.2.8间接
npm@rc-component/async-validator5.0.4间接
npm@rc-component/color-picker2.0.1间接
npm@rc-component/context1.4.0间接
npm@rc-component/mini-decimal1.1.0间接
npm@rc-component/mutate-observer1.1.0间接
npm@rc-component/portal1.1.2间接
npm@rc-component/qrcode1.0.0间接
npm@rc-component/tour1.15.1间接
npm@rc-component/trigger2.3.0间接
npm@rolldown/pluginutils1.0.0-beta.30间接
npm@rollup/rollup-android-arm-eabi4.46.2间接
npm@rollup/rollup-android-arm644.46.2间接
npm@rollup/rollup-darwin-arm644.46.2间接
npm@rollup/rollup-darwin-x644.46.2间接
npm@rollup/rollup-freebsd-arm644.46.2间接
npm@rollup/rollup-freebsd-x644.46.2间接
npm@rollup/rollup-linux-arm-gnueabihf4.46.2间接
npm@rollup/rollup-linux-arm-musleabihf4.46.2间接
npm@rollup/rollup-linux-arm64-gnu4.46.2间接
npm@rollup/rollup-linux-arm64-musl4.46.2间接
npm@rollup/rollup-linux-loongarch64-gnu4.46.2间接
npm@rollup/rollup-linux-ppc64-gnu4.46.2间接
npm@rollup/rollup-linux-riscv64-gnu4.46.2间接
npm@rollup/rollup-linux-riscv64-musl4.46.2间接
npm@rollup/rollup-linux-s390x-gnu4.46.2间接
npm@rollup/rollup-linux-x64-gnu4.46.2间接
npm@rollup/rollup-linux-x64-musl4.46.2间接
npm@rollup/rollup-win32-arm64-msvc4.46.2间接
npm@rollup/rollup-win32-ia32-msvc4.46.2间接
npm@rollup/rollup-win32-x64-msvc4.46.2间接
npm@standard-schema/spec1.0.0间接
npm@standard-schema/utils0.3.0间接
npm@tailwindcss/node4.1.12间接
npm@tailwindcss/oxide4.1.12间接
npm@tailwindcss/oxide-android-arm644.1.12间接
npm@tailwindcss/oxide-darwin-arm644.1.12间接
npm@tailwindcss/oxide-darwin-x644.1.12间接
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npmvfile-message4.0.3间接
npmvictory-vendor36.9.2间接
npmvite7.1.2间接
npmvoid-elements3.1.0间接
npmwarning4.0.3间接
npmwhich2.0.2间接
npmword-wrap1.2.5间接
npmwrappy1.0.2间接
npmwrite-file-atomic3.0.3间接
npmxmlbuilder10.1.1间接
npmyallist3.1.1间接
npmyallist5.0.0间接
npmyocto-queue0.1.0间接
npmzustand4.5.7间接
npmzwitch2.0.4间接
PyPIaiofiles25.1.0间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.13.3间接
PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.12.1间接
PyPIascii-colors0.11.15间接
PyPIascii-colors0.11.20间接
PyPIattrs25.4.0间接
PyPIbackoff2.2.1间接
PyPIcachetools7.0.4间接
PyPIcertifi2026.2.25间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.4间接
PyPIcharset-normalizer3.4.5间接
PyPIclick8.3.1间接
PyPIcolorama0.4.6间接
PyPIconfigparser7.2.0间接
PyPIcryptography46.0.5间接
PyPIdataclasses-json0.6.7间接
PyPIdatamate-python0.1.0间接
PyPIdistro1.9.0间接
PyPIet-xmlfile2.0.0间接
PyPIfiletype1.2.0间接
PyPIfrozenlist1.8.0间接
PyPIfuture1.0.0间接
PyPIgoogle-api-core2.8.0间接
PyPIgoogle-auth2.48.0间接
PyPIgoogle-auth2.49.0间接
PyPIgoogle-genai1.65.0间接
PyPIgoogle-genai1.66.0间接
PyPIgoogleapis-common-protos1.56.1间接
PyPIgrpcio1.78.0间接
PyPIh110.16.0间接
PyPIhtml5lib1.1间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.7.1间接
PyPIhttpx-sse0.4.3间接
PyPIidna3.11间接
PyPIiniconfig2.3.0间接
PyPIjiter0.13.0间接
PyPIjoblib1.5.3间接
PyPIjson-repair0.58.1间接
PyPIjson-repair0.58.5间接
PyPIjsonpatch1.33间接
PyPIjsonpointer3.0.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIlangchain-classic1.0.1间接
PyPIlangchain-classic1.0.2间接
PyPIlangdetect1.0.9间接
PyPIlanggraph1.0.10间接
PyPIlanggraph-checkpoint4.0.1间接
PyPIlanggraph-prebuilt1.0.8间接
PyPIlanggraph-sdk0.3.9间接
PyPIlangsmith0.7.14间接
PyPIlangsmith0.7.9间接
PyPIllvmlite0.46.0间接
PyPIlxml6.0.2间接
PyPImarkdown-it-py4.0.0间接
PyPImarshmallow3.26.2间接
PyPImcp1.26.0间接
PyPImdurl0.1.2间接
PyPImultidict6.7.1间接
PyPImypy-extensions1.1.0间接
PyPInano-vectordb0.0.4.3间接
PyPInetworkx3.6间接
PyPInetworkx3.6.1间接
PyPInltk3.9.3间接
PyPInumba0.64.0间接
PyPIolefile0.47间接
PyPIorjson3.11.7间接
PyPIormsgpack1.12.2间接
PyPIpackaging26.0间接
PyPIpillow12.1.1间接
PyPIpipmaster1.1.1间接
PyPIpluggy1.6.0间接
PyPIpropcache0.4.1间接
PyPIprotobuf7.34.0间接
PyPIpyasn10.6.2间接
PyPIpyasn1-modules0.4.2间接
PyPIpycparser3.0间接
PyPIpydantic-core2.41.5间接
PyPIpygments2.19.2间接
PyPIpyjwt2.11.0间接
PyPIpypdfium25.5.0间接
PyPIpypinyin0.55.0间接
PyPIpython-iso6392026.1.31间接
PyPIpython-magic0.4.27间接
PyPIpython-oxmsg0.0.2间接
PyPIpywin32311间接
PyPIrapidfuzz3.14.3间接
PyPIreferencing0.37.0间接
PyPIregex2026.2.28间接
PyPIrequests-toolbelt1.0.0间接
PyPIrich14.3.3间接
PyPIrpds-py0.30.0间接
PyPIrsa4.9.1间接
PyPIsetuptools82.0.0间接
PyPIshellingham1.5.4间接
PyPIsniffio1.3.1间接
PyPIsoupsieve2.8.3间接
PyPIsse-starlette3.3.2间接
PyPIstarlette0.50.0间接
PyPItenacity9.1.4间接
PyPItiktoken0.12.0间接
PyPItomli2.4.0间接
PyPItqdm4.67.3间接
PyPItyper0.24.1间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspect0.9.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2025.3间接
PyPIunstructured-client0.42.10间接
PyPIunstructured-client0.42.3间接
PyPIurllib32.6.3间接
PyPIuuid-utils0.14.1间接
PyPIuvloop0.22.1间接
PyPIwatchfiles1.1.1间接
PyPIwcwidth0.6.0间接
PyPIwebencodings0.5.1间接
PyPIwebsockets16.0间接
PyPIwrapt2.1.1间接
PyPIwrapt2.1.2间接
PyPIxlsxwriter3.2.9间接
PyPIxxhash3.6.0间接
PyPIyarl1.23.0间接
PyPIzstandard0.25.0间接
依赖安全公告 0

安装 pypi:datamate@1.0.0 会引入 8 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读

反馈

发现这份报告有不准确之处，或有想法要分享？错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。

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相关记录

与 ModelEngine-Group/DataMate 共享目录标签或生态系统的已检测仓库。 并排阅读 →

80datris/datris-platform-ossThe Data Control Plane for AI Agents — acquire, validate, and land data over MCP with scoped keys, approval gates, and an audit log. Self-hosted, open source.优秀95airbytehq/airbyteOpen-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.卓越94opendataloader-project/opendataloader-pdfPDF Parser for AI-ready data. Automate PDF accessibility. Open-source.卓越93yfedoseev/pdf_oxideThe fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.卓越89Atmosphere/atmospherePortable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.优秀80The-Pipeline-Framework/pipelineframeworkBuild with AI. Run with guarantees. TPF is a Java framework for strongly typed business flows that compose model decisions, authorised SaaS capabilities, and deterministic code—with durable effects, waits, retries, replay, observability, and flexible deployment.优秀

评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.10.0、模式 v0.34.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.